What does Nyan Cat mean? Nyan Cat, or Pop-Tart Cat, refers to a cartoon cat with a Pop-Tart body and a rainbow behind it, flying through space, set to the tune of a Japanese pop song. The phrase itself can refer to the video, the cat, or the song that accompanies it, depending on the context.